package org.template.classification

import io.prediction.controller.PPreparator

import org.apache.spark.SparkContext
import org.apache.spark.SparkContext._
import org.apache.spark.rdd.RDD
import org.apache.spark.mllib.regression.LabeledPoint

class PreparedData(
  val labeledPoints: RDD[LabeledPoint]
) extends Serializable

class Preparator extends PPreparator[TrainingData, PreparedData] {

  def prepare(sc: SparkContext, trainingData: TrainingData): PreparedData = {
    new PreparedData(trainingData.labeledPoints)
  }
}